Correctness distribution

Overall scores

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

Overall Score

70.0% passed tests (28 passed / 12 failed).

70.0% passed tests (28 passed / 12 failed).

65.0% passed tests (26 passed / 14 failed).

45.0% passed tests (18 passed / 22 failed).

47.5% passed tests (19 passed / 21 failed).

Relative Difference Per Class

Threshold: 0.15

Data

anger

happiness

neutral

sadness

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

crema-d-1.2.0-emotion.categories.test.gold_standard

0.03

0.13

0.03

-0.00

0.03

-0.01

-0.00

-0.01

-0.07

-0.07

-0.56

-0.63

-0.45

-0.71

-0.70

0.54

0.50

0.44

0.78

0.74

danish-emotional-speech-1.1.1-emotion.test

-0.02

-0.05

-0.14

-0.11

-0.07

-0.14

-0.13

-0.09

-0.24

-0.25

0.05

0.02

0.30

-0.16

-0.00

0.11

0.16

-0.07

0.50

0.32

emodb-1.2.0-emotion.categories.test.gold_standard

-0.04

-0.05

0.11

0.18

0.18

0.08

0.07

-0.12

-0.18

-0.19

-0.02

-0.06

0.06

-0.03

-0.04

-0.01

0.04

-0.04

0.03

0.05

emovo-1.2.1-emotion.test

0.16

0.08

0.05

0.20

0.24

-0.09

-0.04

-0.17

-0.24

-0.25

-0.04

0.04

0.26

-0.07

-0.07

-0.03

-0.09

-0.14

0.11

0.08

iemocap-2.3.0-emotion.categories.test.gold_standard

-0.08

-0.04

-0.06

-0.12

-0.05

0.13

0.12

0.15

0.10

0.03

-0.20

-0.27

-0.16

-0.29

-0.26

0.15

0.19

0.07

0.31

0.27

meld-1.3.1-emotion.categories.test.gold_standard

-0.02

0.04

0.03

0.01

0.21

0.42

0.43

0.36

0.34

0.19

-0.48

-0.51

-0.42

-0.52

-0.47

0.08

0.03

0.03

0.16

0.07

msppodcast-2.6.0-emotion.categories.test-1.gold_standard

0.06

0.07

0.05

0.04

0.14

0.04

0.04

0.04

-0.00

-0.10

-0.22

-0.21

-0.15

-0.16

-0.16

0.12

0.10

0.06

0.12

0.12

msppodcast-2.6.0-emotion.categories.test-2.gold_standard

0.10

0.13

0.07

0.10

0.18

-0.05

-0.05

-0.06

-0.16

-0.21

-0.21

-0.18

-0.05

-0.12

-0.13

0.15

0.11

0.04

0.17

0.16

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

-0.02

-0.09

-0.08

0.16

0.19

0.12

0.19

0.07

-0.21

-0.23

-0.08

0.00

0.22

-0.12

-0.06

-0.02

-0.11

-0.21

0.18

0.10

ravdess-1.1.2-emotion.speech.test

0.13

0.13

0.01

0.12

0.12

-0.29

-0.29

-0.26

-0.29

-0.29

-0.10

-0.14

0.10

-0.03

0.00

0.25

0.29

0.15

0.20

0.16

mean

0.03

0.03

0.01

0.06

0.12

0.02

0.03

-0.01

-0.10

-0.14

-0.19

-0.19

-0.03

-0.22

-0.19

0.13

0.12

0.03

0.26

0.21

Visualization

w2v2-b-cat

w2v2-L-cat

w2v2-L-robust-cat

w2v2-L-vox-cat

w2v2-L-xls-r-cat

../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard27.png
../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard28.png
../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard29.png
../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard30.png
../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard31.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test27.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test28.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test29.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test30.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test31.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard27.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard28.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard29.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard30.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard31.png
../../../_images/visualization_emovo-1.2.1-emotion.test27.png
../../../_images/visualization_emovo-1.2.1-emotion.test28.png
../../../_images/visualization_emovo-1.2.1-emotion.test29.png
../../../_images/visualization_emovo-1.2.1-emotion.test30.png
../../../_images/visualization_emovo-1.2.1-emotion.test31.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard27.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard28.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard29.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard30.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard31.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard27.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard28.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard29.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard30.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard31.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard5.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard6.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard7.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard8.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-1.gold_standard9.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard5.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard6.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard7.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard8.png
../../../_images/visualization_msppodcast-2.6.0-emotion.categories.test-2.gold_standard9.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard27.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard28.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard29.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard30.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard31.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test27.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test28.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test29.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test30.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test31.png